“This house…” he murmured, the words barely audible. The air hung heavy with the scent of damp earth and something else, something indefinable, that gnawed at his senses. He slammed his fist against the wall, the impact sending a jarring shock through his arm. He couldn't seem to find any peace, anywhere.

His gaze flickered to the basement, a place he'd been avoiding. The darkness there seemed to beckon him. The concrete walls felt cold, the air heavy. He noticed a section that appeared to be newer than the rest of the foundation. He ran his hand over the bricks.

He discovered that one brick could be pushed in. He put his shoulder against it and pushed, and it caved in, revealing a dark hole and a musty smell. He dropped inside, and as the hole closed, there was a click and darkness.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330